{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Field Curvature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import FieldCurvature\n",
    "from optiland.samples.objectives import TessarLens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = TessarLens()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x550 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "field_curvature = FieldCurvature(lens)\n",
    "field_curvature.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
